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structure-property-linkages

Here are 4 public repositories matching this topic...

DataAnalyticsEngineering / VoigtReussNet

AI4Engineering: Machine learning surrogates for universal microstructure-property forecasting with physical guarantees

neural-networks composite-materials spectral-normalization constitutive-model homogenization scientific-machine-learning physics-constrained inverse-design structure-property-linkages multiscale-modeling voigt-reuss-net

Updated Feb 18, 2026
Python

NU-CUCIS / LocalizationDL

A Deep Learning Model For Localization of Two-Phase High-Contrast Three-dimensional Materials

localization convolutional-neural-networks materials-informatics structure-property-linkages

Updated Oct 21, 2021
Python

NU-CUCIS / HomogenizationDL

A Deep Learning Model For Homogenization of Two-Phase High-Contrast Three-dimensional Materials

deep-learning convolutional-neural-networks materials-informatics homogenization structure-property-linkages

Updated Jan 25, 2020
Python

zyz293 / Deep_learning_localization

A Deep Learning Model For Localization of Two-Phase High-Contrast Three-dimensional Materials

localization deep-learning convolutional-neural-networks materials-informatics structure-property-linkages

Updated Feb 14, 2020
Python

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